/**
* Computes the given input to produce the corresponding output.
*
* @param inputs An input vector.
* @param votes A vector containing the number of votes for each class.
* @return The decision label for the given input.
*/
private int computeVoting(double[] inputs, int[] votes) {
// Compute decision by Voting
// out variables cannot be passed into delegates,
// so will be creating a copy for the vote array.
// int[] voting = new int[getClasses()];
// For each class
for (int i = 0; i < getClasses(); i++) {
// For each other class
for (int j = 0; j < i; j++) {
// Retrieve and compute the two-class problem for classes i x j
double answer = machines[i - 1][j].Compute(inputs);
// Determine the winner class
int y = (answer < 0) ? i : j;
// Increment votes for the winner
votes[y]++;
}
}
// Select class with maximum number of votes
return Matrix.MaxIndex(votes); // Return the winner as the output.
}
